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Jia Li

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#artificial intelligence Book Open access Jul 2026

MedTVL: Harnessing Vision and Language for Medical Time Series Classification

Inspired by diagnostic practice synergizing numerical assessment, visual inspection and clinical context, MedTVL is introduced, a text-guided dual-pathway architecture tailored for MedTS classification that synergizes a convolution-based temporal pathway for fine-grained temporal dynamics from raw numerical sequences a...

Jiexia Ye, Jia Li, F. Tsung · 0 citations

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